sklearn.ensemble.iforest

Class IsolationForest

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

sklearn.BaseEstimator

sklearn.Estimator

sklearn.Regressor

sklearn.ensemble.EnsembleRegressor

sklearn.ensemble.iforest.IsolationForest

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>

public class IsolationForest
extends EnsembleRegressor

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class java.util.AbstractMap

AbstractMap.SimpleEntry<K,V>, AbstractMap.SimpleImmutableEntry<K,V>

Constructor Summary

Constructors

Constructor and Description
IsolationForest(String module, String name)

Method Summary

Methods

Modifier and Type	Method and Description
org.jpmml.converter.Schema	createSchema(FeatureMapper featureMapper)
protected org.dmg.pmml.FieldName	createTargetField()
org.dmg.pmml.mining.MiningModel	encodeModel(org.jpmml.converter.Schema schema)
int	getMaxSamples()
double	getThreshold()

Methods inherited from class sklearn.ensemble.EnsembleRegressor

encodeDefineFunctions, getBaseEstimator, getDataType, getEstimators, getOpType, requiresContinuousInput

Methods inherited from class sklearn.Estimator

createActiveFields, getNumberOfFeatures

Methods inherited from class net.razorvine.pickle.objects.ClassDict

__setstate__, getClassName

Methods inherited from class java.util.HashMap

clear, clone, containsKey, containsValue, entrySet, get, isEmpty, keySet, put, putAll, remove, size, values

Methods inherited from class java.util.AbstractMap

equals, hashCode, toString

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

IsolationForest

public IsolationForest(String module,
               String name)

Method Detail

createSchema

public org.jpmml.converter.Schema createSchema(FeatureMapper featureMapper)

Overrides:

createSchema in class Regressor

createTargetField

protected org.dmg.pmml.FieldName createTargetField()

Overrides:

createTargetField in class Estimator

encodeModel

public org.dmg.pmml.mining.MiningModel encodeModel(org.jpmml.converter.Schema schema)

Specified by:

encodeModel in class Estimator

getMaxSamples

public int getMaxSamples()

getThreshold

public double getThreshold()